Picked by Agents helps local service businesses and marketing agencies understand how AI assistants choose companies. It tests real shopping questions, records which businesses are recommended or passed over, and explains the evidence behind those decisions.
Explore public market leaderboards and research on HVAC recommendations, compare your business with competitors, and use ongoing monitoring to identify changes in assistant visibility. Agencies can use the findings to guide client website, reputation, pricing, and booking improvements.
The platform also provides a public research dataset and an MCP research server for developers building AI assistant workflows.
